Distributed Reconstruction via Alternating Direction Method. - Linyuan Wang 001; Ailong Cai; Hanming Zhang; Bin Yan 002; Lei Li 019; Guoen Hu (Comput. Math. Methods Medicine, 2013)

Edge-assistant visual objects decoding using sparse representation. - Lijun Wang; Zhonglin Li; Linyuan Wang 001; Li Tong; Ying Zeng; Bin Yan 002 (BMEI, 2014)

3D Alternating Direction TV-Based Cone-Beam CT Reconstruction with Efficient GPU Implementation. - Ailong Cai; Linyuan Wang 001; Hanming Zhang; Bin Yan 002; Lei Li 019; Xiaoqi Xi; Min Guan; Jianxin Li (Comput. Math. Methods Medicine, 2014)

Incremental Activation Detection for Real-Time fMRI Series Using Robust Kalman Filter. - Liang Li 006; Bin Yan 002; Li Tong; Linyuan Wang 001; Jianxin Li (Comput. Math. Methods Medicine, 2014)

An approach to classify visual semantic based on visual encoding with the convolutional neural network. - Zaizhou Zheng; Haibing Bu; Wenjie He; Li Tong; Bin Yan 002; Linyuan Wang 001 (FSKD, 2015)

Efficient TpV minimization for circular, cone-beam computed tomography reconstruction via non-convex optimization. - Ailong Cai; Linyuan Wang 001; Bin Yan 002; Lei Li 019; Hanming Zhang; Guoen Hu (Comput. Medical Imaging Graph., 2015)

A hybrid projection decomposition algorithm for dual-energy computed tomography. - Lei Li 019; Linyuan Wang 001; Xiaoqi Xi; Bin Yan 002; Yanmin Sun (ICNC-FSKD, 2016)

Image Prediction for Limited-angle Tomography via Deep Learning with Convolutional Neural Network. - Hanming Zhang; Liang Li 006; Kai Qiao; Linyuan Wang 001; Bin Yan 002; Lei Li 019; Guoen Hu (CoRR, 2016)

Efficient image decomposition for DECT by alternating direction method. - Lei Li 019; Ailong Cai; Linyuan Wang 001; Hanming Zhang; Zhizhong Zheng; Wanli Lu; Bin Yan 002 (ICNC-FSKD, 2017)

Resting-State Regional Homogeneity Analysis on Real-Time fMRI Emotion Self-Regulation Training. - Qiang Yang; Yulong Qin; Linyuan Wang 001; Liang Sun; Bin Yan 002; Li Tong; Fan Zhang; Zhonglin Li (ICCAIS, 2018)

Preliminary Study: an Efficient Solving Algorithm for Determining the Exact Sampling Condition of Limited-Angle CT Reconstruction. - Ziheng Li; Wenkun Zhang; Lei Li 019; Yanmin Sun; Chaoyan Gao; Bin Yan 002; Linyuan Wang 001 (ICNC-FSKD, 2018)

Image Decomposition Algorithm for Dual-Energy Computed Tomography via Fully Convolutional Network. - Yifu Xu; Bin Yan 002; Jingfang Zhang; Jian Chen 025; Lei Zeng; Linyuan Wang 001 (Comput. Math. Methods Medicine, 2018)

Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture. - Kai Qiao; Chi Zhang 008; Linyuan Wang 001; Bin Yan 002; Jian Chen 025; Lei Zeng; Li Tong (CoRR, 2018)

Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network. - Chi Zhang 008; Kai Qiao; Linyuan Wang 001; Li Tong; Ying Zeng; Bin Yan 002 (CoRR, 2018)

Dissociable neural representations of adversarially perturbed images in deep neural networks and the human brain. - Chi Zhang 008; Xiaohan Duan; Linyuan Wang 001; Yongli Li; Bin Yan 002; Guoen Hu; Ruyuan Zhang; Li Tong (CoRR, 2018)

Accurate Reconstruction of Image Stimuli From Human Functional Magnetic Resonance Imaging Based on the Decoding Model With Capsule Network Architecture. - Kai Qiao; Chi Zhang 008; Linyuan Wang 001; Jian Chen 025; Lei Zeng; Li Tong; Bin Yan 002 (Frontiers Neuroinformatics, 2018)

Different Goal-driven CNNs Affect Performance of Visual Encoding Models based on Deep Learning. - Ziya Yu; Chi Zhang 008; Linyuan Wang 001; Li Tong; Bin Yan 002 (ICBIP, 2019)

A Direct Material Reconstruction Method for DECT Based on Total Variation and BM3D Frame. - Wenkun Zhang; Ailong Cai; Zhizhong Zheng; Linyuan Wang 001; Ningning Liang; Lei Li 019; Bin Yan 002; Guoen Hu (IEEE Access, 2019)

Unpaired Low-Dose CT Denoising Network Based on Cycle-Consistent Generative Adversarial Network with Prior Image Information. - Chao Tang; Jie Li; Linyuan Wang 001; Ziheng Li; Lingyun Jiang; Ailong Cai; Wenkun Zhang; Ningning Liang; Lei Li 019; Bin Yan 002 (Comput. Math. Methods Medicine, 2019)

A visual encoding model based on deep neural networks and transfer learning. - Chi Zhang 008; Kai Qiao; Linyuan Wang 001; Li Tong; Guoen Hu; Ruyuan Zhang; Bin Yan 002 (CoRR, 2019)

Cycle-Consistent Adversarial GAN: the integration of adversarial attack and defense. - Lingyun Jiang; Kai Qiao; Ruoxi Qin; Linyuan Wang 001; Jian Chen 025; Haibing Bu; Bin Yan 002 (CoRR, 2019)

Promising Generative Adversarial Network Based Sinogram Inpainting Method for Ultra-Limited-Angle Computed Tomography Imaging. - Ziheng Li; Ailong Cai; Linyuan Wang 001; Wenkun Zhang; Chao Tang; Lei Li 019; Ningning Liang; Bin Yan 002 (Sensors, 2019)

End-to-End Image Reconstruction of Image from Human Functional Magnetic Resonance Imaging Based on the "Language" of Visual Cortex. - Ziya Yu; Kai Qiao; Chi Zhang 008; Linyuan Wang 001; Bin Yan 002 (ICCAI, 2020)

Effective and Efficient ROI-wise Visual Encoding Using an End-to-End CNN Regression Model and Selective Optimization. - Kai Qiao; Chi Zhang 008; Jian Chen 025; Linyuan Wang 001; Li Tong; Bin Yan 002 (HBAI@IJCAI, 2020)

AdvJND: Generating Adversarial Examples with Just Noticeable Difference. - Zifei Zhang 003; Kai Qiao; Lingyun Jiang; Linyuan Wang 001; Jian Chen 025; Bin Yan 002 (ML4CS (2), 2020)

A Comparative Analysis of Visual Encoding Models Based on Classification and Segmentation Task-Driven CNNs. - Ziya Yu; Chi Zhang 008; Linyuan Wang 001; Li Tong; Bin Yan 002 (Comput. Math. Methods Medicine, 2020)

BigGAN-based Bayesian reconstruction of natural images from human brain activity. - Kai Qiao; Jian Chen 025; Linyuan Wang 001; Chi Zhang 008; Li Tong; Bin Yan 002 (CoRR, 2020)

Neural encoding and interpretation for high-level visual cortices based on fMRI using image caption features. - Kai Qiao; Chi Zhang 008; Jian Chen 025; Linyuan Wang 001; Li Tong; Bin Yan 002 (CoRR, 2020)

Cycle-Consistent Adversarial GAN: The Integration of Adversarial Attack and Defense. - Lingyun Jiang; Kai Qiao; Ruoxi Qin; Linyuan Wang 001; Wanting Yu; Jian Chen 025; Haibing Bu; Bin Yan 002 (Secur. Commun. Networks, 2020)

Shape Features Improve the Encoding Performance of High-level Visual Cortex. - Penghui Ding; Chi Zhang 008; Linyuan Wang 001; Jingwei Li; Li Tong (ISAIMS, 2021)

Dynamic Defense Approach for Adversarial Robustness in Deep Neural Networks via Stochastic Ensemble Smoothed Model. - Ruoxi Qin; Linyuan Wang 001; Xingyuan Chen; Xuehui Du; Bin Yan 002 (CoRR, 2021)

AdaGCN: Adaptive Boosting Algorithm for Graph Convolutional Networks on Imbalanced Node Classification. - Shuhao Shi; Kai Qiao; Shuai Yang; Linyuan Wang 001; Jian Chen 025; Bin Yan 002 (CoRR, 2021)

Improving the Transferability of Adversarial Examples with New Iteration Framework and Input Dropout. - Pengfei Xie; Linyuan Wang 001; Ruoxi Qin; Kai Qiao; Shuhao Shi; Guoen Hu; Bin Yan 002 (CoRR, 2021)

Data Augmentation for EEG-Based Emotion Recognition Using Generative Adversarial Networks. - Guangcheng Bao; Bin Yan 002; Li Tong; Jun Shu; Linyuan Wang 001; Kai Yang; Ying Zeng (Frontiers Comput. Neurosci., 2021)

Dissociable Neural Representations of Adversarially Perturbed Images in Convolutional Neural Networks and the Human Brain. - Chi Zhang 008; Xiaohan Duan; Lin-Yuan Wang 001; Yong-Li Li; Bin Yan 002; Guoen Hu; Ru-Yuan Zhang; Li Tong (Frontiers Neuroinformatics, 2021)

Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification. - Shuhao Shi; Kai Qiao; Shuai Yang; Linyuan Wang 001; Jian Chen 025; Bin Yan 002 (Frontiers Neurorobotics, 2021)

Improving the Transferability of Adversarial Examples With a Noise Data Enhancement Framework and Random Erasing. - Pengfei Xie; Shuhao Shi; Shuai Yang; Kai Qiao; Ningning Liang; Linyuan Wang 001; Jian Chen 025; Guoen Hu; Bin Yan 002 (Frontiers Neurorobotics, 2021)

ShapeEditor: A StyleGAN Encoder for Stable and High Fidelity Face Swapping. - Shuai Yang; Kai Qiao; Ruoxi Qin; Pengfei Xie; Shuhao Shi; Ningning Liang; Linyuan Wang 001; Jian Chen 025; Guoen Hu; Bin Yan 002 (Frontiers Neurorobotics, 2021)

Fully Convolutional DenseNet with Attention Mechanism for Liver Lesion Segmentation in MRI Images. - Fei Gao; Kai Qiao; Jinjin Hai; Bin Yan 002; Minghui Wu; Linyuan Wang 001; Jian Chen 025 (J. Medical Imaging Health Informatics, 2021)

A Mask Image Recognition Attention Network Supervised by Eye Movement. - Rongkai Zhang 002; Libin Hou; Runnan Lu; Linyuan Wang 001; Li Tong; Ying Zeng; Bin Yan 002 (HBAI@IJCAI, 2022)

Reconstructing natural images from human fMRI by alternating encoding and decoding with shared autoencoder regularization. - Kai Qiao; Jian Chen 025; Linyuan Wang 001; Chi Zhang 008; Li Tong; Bin Yan 002 (Biomed. Signal Process. Control., 2022)

Dynamic Stochastic Ensemble with Adversarial Robust Lottery Ticket Subnetworks. - Qi Peng; Wenlin Liu; Ruoxi Qin; Libin Hou; Bin Yan 002; Linyuan Wang 001 (CoRR, 2022)

Linking Multi-Layer Dynamical GCN With Style-Based Recalibration CNN for EEG-Based Emotion Recognition. - Guangcheng Bao; Kai Yang; Li Tong; Jun Shu; Rongkai Zhang 002; Linyuan Wang 001; Bin Yan 002; Ying Zeng (Frontiers Neurorobotics, 2022)

MGTAB: A Multi-Relational Graph-Based Twitter Account Detection Benchmark. - Shuhao Shi; Kai Qiao; Jian Chen 025; Shuai Yang; Jie Yang 053; Baojie Song; Linyuan Wang 001; Bin Yan 002 (CoRR, 2023)

Dynamic ensemble selection based on Deep Neural Network Uncertainty Estimation for Adversarial Robustness. - Ruoxi Qin; Linyuan Wang 001; Xuehui Du; Xingyuan Chen; Bin Yan 002 (CoRR, 2023)

A Multimodal Visual Encoding Model Aided by Introducing Verbal Semantic Information. - Shuxiao Ma; Linyuan Wang 001; Bin Yan 002 (CoRR, 2023)

Adaptive Multi-layer Contrastive Graph Neural Networks. - Shuhao Shi; Pengfei Xie; Xu Luo; Kai Qiao; Linyuan Wang 001; Jian Chen 025; Bin Yan 002 (Neural Process. Lett., 2023)

An adversarial transferability metric based on SVD of Jacobians to disentangle the correlation with robustness. - Ruoxi Qin; Linyuan Wang 001; Xuehui Du; Shuxiao Ma; Xingyuan Chen; Bin Yan 002 (Appl. Intell., 2023)

Adversarial robustness in deep neural networks based on variable attributes of the stochastic ensemble model. - Ruoxi Qin; Linyuan Wang 001; Xuehui Du; Pengfei Xie; Xingyuan Chen; Bin Yan 002 (Frontiers Neurorobotics, 2023)

Adversarial defense method based on ensemble learning for modulation signal intelligent recognition. - Chao Han; Ruoxi Qin; Linyuan Wang 001; Weijia Cui; Jian Chen 025; Bin Yan 002 (Wirel. Networks, 2023)

Select and calibrate the low-confidence: dual-channel consistency based graph convolutional networks. - Shuhao Shi; Jian Chen 025; Kai Qiao; Shuai Yang; Linyuan Wang 001; Bin Yan 002 (Appl. Intell., 2023)

EnNeRFACE: improving the generalization of face reenactment with adaptive ensemble neural radiance fields. - Shuai Yang; Kai Qiao; Shuhao Shi; Linyuan Wang 001; Guoen Hu; Bin Yan 002; Jian Chen 025 (Vis. Comput., 2023)

Aligned with LLM: a new multi-modal training paradigm for encoding fMRI activity in visual cortex. - Shuxiao Ma; Linyuan Wang 001; Senbao Hou; Bin Yan 002 (CoRR, 2024)

Dual-Domain CLIP-Assisted Residual Optimization Perception Model for Metal Artifact Reduction. - Xinrui Zhang; Ailong Cai; Shaoyu Wang 002; Linyuan Wang 001; Zhizhong Zheng; Lei Li 019; Bin Yan 002 (CoRR, 2024)

Signal Adversarial Examples Generation for Signal Detection Network via White-Box Attack. - Dongyang Li; Linyuan Wang 001; Guangwei Xiong; Bin Yan 002; Dekui Ma; Jinxian Peng (CoRR, 2024)

Adversarial robust decision-making under uncertainty learning and dynamic ensemble selection. - Ruoxi Qin; Linyuan Wang 001; Xuehui Du; Jian Chen 025; Xingyuan Chen; Bin Yan 002 (Eng. Appl. Artif. Intell., 2024)

Low redundancy cell-based Neural Architecture Search for large convolutional neural networks. - Libin Hou; Linyuan Wang 001; Senbao Hou; Tianyuan Liu; Shuxiao Ma; Jian Chen 025; Bin Yan 002 (Neurocomputing, 2025)

An fMRI visual neural encoding method with multimodal large language model. - Shuxiao Ma; Linyuan Wang 001; Libin Hou; Senbao Hou; Bin Yan 002 (Knowl. Based Syst., 2025)

Are classical deep neural networks weakly adversarially robust? - Nuolin Sun; Linyuan Wang 001; Dongyang Li; Bin Yan 002; Lei Li 019 (CoRR, 2025)

Dense Optimizer: An Information Entropy-Guided Structural Search Method for Dense-Like Neural Network Design. - Tianyuan Liu; Libin Hou; Xiyu Song 002; Linyuan Wang 001; Bin Yan 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)